Name
Title | ||
|---|---|---|
Incorporating multi-level CNN and attention mechanism for Chinese clinical named entity recognition |
Abstract | ||
|---|---|---|
•Multimodal embeddings are used to explore useful information.•A data augmentation method is proposed for more semantic information.•Multi-level CNN is constructed to fuse short-term and long-term information.•Attention mechanism is designed to capture global context information. |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1016/j.jbi.2021.103737 | Journal of Biomedical Informatics |
Keywords | DocType | Volume |
Clinical named entity recognition,Convolutional neural network,Attention mechanism,Residual structure | Journal | 116 |
ISSN | Citations | PageRank |
1532-0464 | 1 | 0.41 |
References | Authors | |
0 | 4 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Jun Kong | 1 | 111 | 18.94 |
| Leixin Zhang | 2 | 1 | 0.41 |
| Min Jiang | 3 | 39 | 13.65 |
| Tianshan Liu | 4 | 9 | 4.27 |